Technical Field
[0001] The present invention relates to a marker for use in determination of the sensitivity
of a cancer patient to an anti-cancer agent, which marker can determine whether or
not the cancer of the patient has a therapeutic response to the anti-cancer agent,
and to application of the marker.
Background Art
[0002] Anti-cancer agents include various types of agents such as an alkylating agent, a
platinum agent, an antimetabolite, an anti-cancer antibiotic, and an anti-cancer plant
alkaloid. These anti-cancer agents may be effective for some types of cancers, or
may not be effective for other types of cancers. However, it is known that even if
an anti-cancer agent has been recognized to be effective for a certain type of cancer,
the anti-cancer agent may be effective for the cancer, or may not be effective for
the cancer, depending on individual patients. The factor of whether or not an anti-cancer
agent is effective for the cancer of each of such individual patients, is referred
to as sensitivity to the anti-cancer agent.
[0003] Oxaliplatin, (SP-4-2)-[(1R,2R)-cyclohexane-1,2-diamine-KN,KN'][ethanedio ato(2-)-κO1,κO2]platinum
(IUPAC), is a third-generation platinum-based complex antineoplastic drug. The action
mechanism is believed to be based on inhibition of DNA synthesis, or protein synthesis,
through the formation of crosslinks with DNA bases similarly to cisplatin (CDDP) or
carboplatin (CBDCA), which are precedent drugs. However, oxaliplatin (L-OHP) exhibits
an antitumor effect even against colorectal cancer, against which CDDP or CBDCA is
ineffective, and oxaliplatin exhibits an antitumor spectrum different from that of
conventional platinum-based complex antineoplastic drugs. In the United States, oxaliplatin
for use in combination with fluorouracil (5-FU)/levofolinate (LV) was approved in
January, 2004, as a first line treatment for metastatic colorectal cancer, and also
in Japan, oxaliplatin for use in combination with continuous intravenous administration
of levofolinate and fluorouracil (FOLFOX4 method) against "incurable and unresectable
advanced/recurrent colorectal cancer" was listed in the National Health Insurance
price list in April, 2005. Regarding the treatment of advanced/recurrent colorectal
cancer, the survival rate provided by 5-FU/LV therapy that was conducted until the
first half of the 1990's was 10 to 12 months, whereas the survival time provided by
the FOLFOX therapy combined with oxaliplatin was 19.5 months, which is almost twice
the survival time of the former. Furthermore, in August, 2009, "post-operative adjuvant
chemotherapy for colon cancer" based on the same use of oxaliplatin in combination
with continuous intravenous administration of levofolinate and fluorouracil was added
to the efficacy and effectiveness. Thus, oxaliplatin is a drug that is promising for
extended use and benefits in colorectal cancer patients.
[0004] However, even so, the response rate of the FOLFOX therapy against advanced/recurrent
colorectal cancer is about 50%; in other words, it implies that the FOLFOX therapy
is ineffective for half the number of those patients who have received treatment.
Also, use of oxaliplatin leads to neutropenia as well as high-frequency peripheral
neuropathy, and although these are not fatal side effects, these serve as a factor
which makes it difficult to continue treatment. Therefore, when a biomarker, with
which can predict which patients can expect to have an efficacy (responders) and which
patients cannot (non-responders), before the initiation of treatment, to diagnose
therapeutic response in an early stage, is used, a chemotherapy treatment with high
effectiveness and high safety can be realized.
[0005] Furthermore, since a treatment schedule for cancer chemotherapy generally takes a
long period of time, monitoring over time of sensitivity to an anti-cancer agent during
continuation of treatment enables determination of whether treatment should be continued.
Not only this leads to reduction of patient's burden or adverse side effects, but
this is also considered useful even from the viewpoint of medical economics. In order
to predict therapeutic response in individual patients, and to realize "personalized
treatment", by which a diagnosis may be made early and appropriate medicament or treatment
regimen may be selected, establishment of a biomarker which enables prediction of
the efficacy of an anti-cancer agent such as oxaliplatin or an early diagnosis of
therapeutic response, is urgent.
[0006] From such a point of view, the inventors of the present invention conducted a search
for markers for determining sensitivity to an anti-cancer agent by culturing a plurality
of human cancer cell lines, measuring drug sensitivities of these cancer cell lines,
exposing these cell lines having different drug sensitivities to a drug, comprehensively
analyzing the change in expression over time of intracellular proteins after exposure
to the drug using a surface-enhanced laser desorption/ionization time-of-flight mass
spectrometer (SELDI-TOF MS), making a comparison between the results and drug sensitivity,
and analyzing the results. Thus, the inventors reported several markers (Patent Literatures
1 to 3).
Citation List
Patent Literature
Summary of the Invention
Problems to be Solved by the Invention
[0008] However, the markers that were previously reported have not yet been put to practical
use as markers for determining sensitivity to an anti-cancer agent, and there is a
demand for further development of new markers.
[0009] Therefore, it is an object of the present invention to provide a novel marker for
determining sensitivity to an anti-cancer agent.
Means for Solving the Problems
[0010] Thus, the inventors of the present invention first classified cancer cell lines into
three classes, namely, a high-sensitivity type, a moderate-sensitivity type, and a
low-sensitivity type, on the basis of the extent of sensitivity to an anti-cancer
agent (oxaliplatin; L-OHP), and conducted an investigation on proteins, each of which
showed a difference in the amount of expression of the protein that was expressed
in high-sensitivity cell lines and low-sensitivity cell lines, by means of two-dimensional
differential gel electrophoresis (2D-DIGE) . As a result, the inventors found spots
with different intracellular expression levels in the high-sensitivity cell lines
and the low-sensitivity cell lines, analyzed the spots by LC-MS/MS, and performed
database retrieval. Thereby, the inventors identified ten kinds of proteins . Next,
the inventors examined the correlation between the amounts of expression of these
proteins in three classes of cell lines such as a high-sensitivity cell line, a moderate-sensitivity
cell line and a low-sensitivity cell line, and the IC50 value of an anti-cancer agent.
Thus, the inventors found that six proteins, namely, prohibitin (PHB), annexinA5 (ANXA5),
annexin A1 (ANXA1), transaldolase (TALDO), complement component 1Q subcomponent-binding
protein (C1QBP), and inorganic pyrophosphatase (IPYR), have high correlation.
[0011] Furthermore, an investigation was conducted on proteins, each of which showed a difference
in the amount of expression of the protein that was expressed in high-sensitivity
cell lines and low-sensitivity cell lines, by means of surface-enhanced laser desorption/ionization
time-of-flight mass spectrometer (SELDI-TOF MS). Meanwhile, in order to conduct an
extensive search for proteins showing differences in the amounts of expression, an
investigation was made by means of SELDI-TOF MS using both a cationic chip and an
anionic chip, and using, as matrices, SPA (EAM: a saturated solution of sinapinic
acid in a 50% ACN/0. 5% TFA solution) for high molecular weight substances and CHCA
(α-cyano-4-hydroxycinnamic acid) for low molecular weight substances. In an intracellular
protein extraction process, intracellular proteins were extracted using a cell lysate
directly without scraping with a rubber policeman, in order to avoid stimulation of
cells and activation of intracellular proteins. As a result, the inventors obtained
information on the estimated molecular weights and isoelectric points for those proteins
showing differences in the amount of intracellular expression in high-sensitivity
cell lines and low-sensitivity cell lines. These proteins were subjected to database
retrieval, and thus cytochrome c oxidase subunit 5A (COX5A) was identified. Furthermore,
two-dimensional gel electrophoresis of cell extracts of high-sensitivity cell lines
and low-sensitivity cell lines was performed, and spots that were in the estimated
molecular weight and isoelectric point ranges and showed difference in the amount
of expression, were found. Those spots were analyzed by LC-MS/MS and were subjected
to database retrieval. Thereby, retinol-binding protein 1 (CRBP1) was identified.
[0012] The inventors conducted a further investigation based on such findings, and as a
result, the inventors found that when the concentrations of any of the above-mentioned
proteins in a biological sample derived from a cancer patient are measured, whether
the cancer of the cancer patient has sensitivity to an anti-cancer agent can be determined;
when the variations in expression of any of these substances are employed as an index,
screening of an anti-cancer agent sensitivity enhancer is enabled; and when the above-mentioned
anti-cancer agent sensitivity enhancer is used in combination with an anti-cancer
agent that is a target for sensitivity enhancement, the therapeutic effect of the
anti-cancer agent is remarkably enhanced. Thus, the inventors completed the present
invention.
[0013] That is, the present invention provides the following items [1] to [16].
- [1] A marker for determining sensitivity to an anti-cancer agent, comprising one or
more molecules selected from the group consisting of PHB, ANXA5, ANXA1, TALDO, C1QBP,
IPYR, CRBP1, and COX5A.
- [2] The marker for determining sensitivity to an anti-cancer agent according to [1],
wherein the anti-cancer agent is a platinum-based complex anti-cancer agent.
- [3] The marker for determining sensitivity to an anti-cancer agent according to [1]
or [2], wherein the anti-cancer agent is selected from the group consisting of oxaliplatin
and a salt thereof.
- [4] A method for determining sensitivity to an anti-cancer agent, the method comprising
a step of measuring amounts of one or more molecules selected from the group consisting
of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1, and COX5A in a biological sample
derived from a cancer patient.
- [5] The determination method according to [4], further comprising a step of determining
the sensitivity of the cancer patient to an anti-cancer agent by comparing the measurement
result with a control level.
- [6] The determination method according to [4] or [5], wherein the biological sample
is a biological sample derived from a cancer patient to which the anti-cancer agent
has been administered.
- [7] The determination method according to any one of [4] to [6], wherein the anti-cancer
agent is a platinum-based complex anti-cancer agent.
- [8] The determination method according to any one of [4] to [7], wherein the anti-cancer
agent is selected from the group consisting of oxaliplatin and a salt thereof.
- [9] Akit for performing the determinationmethodaccording to any one of [4] to [8],
the kit comprising a protocol for measuring the amounts of one or more molecules selected
from the group consisting of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A
in a biological sample derived from a cancer patient.
- [10] A screening method for an anti-cancer agent sensitivity enhancer, the method
comprising employing, as an index, variation in expression of one or more molecules
selected from the group consisting of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1
and COX5A in a cancer cell line or a biological sample derived from a tumor-bearing
animal in the presence of an anti-cancer agent.
- [11] The screening method according to [10], wherein the anti-cancer agent is a platinum-based
complex anti-cancer agent.
- [12] The screening method according to [10] or [11], wherein the anti-cancer agent
is selected from the group consisting of oxaliplatin and a salt thereof.
- [13] An anti-cancer agent sensitivity enhancer, which is obtained by the method according
to any one of [10] to [12].
- [14] A composition for cancer treatment, comprising the sensitivity enhancer according
to [13] in combination with the anti-cancer agent which is a target for sensitivity
enhancement.
- [15] The composition for cancer treatment according to [14], wherein the anti-cancer
agent is a platinum-based complex anti-cancer agent.
- [16] The composition for cancer treatment according to [14] or [15], wherein the anti-cancer
agent is oxaliplatin or a salt thereof.
Effects of the Invention
[0014] When the marker for determining sensitivity to an anti-cancer agent of the present
invention is used, the sensitivity of individual patients to an anti-cancer agent
can be reliably determined before the initiation of treatment or in an early stage
after the initiation of treatment, and as a result, selection of an anti-cancer agent
which can provide a high therapeutic effect is enabled. Furthermore, since use of
an anti-cancer agent which does not provide an effect can be avoided, unnecessary
adverse side effects can be avoided. Furthermore, since a therapeutic schedule using
an anti-cancer agent requires a long period of time, when the sensitivity to the anti-cancer
agent is determined for each therapeutic cycle during continuation of treatment, an
evaluation over time of the sensitivity of the relevant cancer to the anti-cancer
agent is enabled, and determination of whether treatment should be continued or not
can be made. As a result, progress of cancer associated with continued administration
of an anti-cancer agent which does not provide a therapeutic effect, and increase
in adverse side effects can be prevented, and this also leads to reduction of the
burden of patients and reduction of medical expenses.
[0015] Furthermore, when this marker is used, drugs that enhance anti-cancer agent sensitivity
can be selected through screening. Thus, when a target anti-cancer agent is used in
combination with an anti-cancer agent sensitivity enhancer, the cancer treatment effect
is dramatically enhanced. A reagent for measuring the marker for determining sensitivity
to an anti-cancer agent of the present invention is useful as a reagent for determining
sensitivity to an anti-cancer agent.
Brief Description of the Drawings
[0016]
Fig. 1 shows results for 2D-DIGE. Encircled parts in the diagram show sixteen spots
that have been selected.
Fig. 2 illustrates a relation between an amount of expression of PHB and oxaliplatin
sensitivity (IC50 value) in cancer cells. The IC50 values plot, from the left-hand
side, the results for SW480, Ls174T, Lovo, SW620, HCT116, HCT15, HT29, DLD-1, and
WiDr.
Fig. 3 illustrates a relation between an amount of expression of C1QBP and the oxaliplatin
sensitivity (IC50 value) in cancer cells. The IC50 values plot, from the left-hand
side, the results for SW480, Ls174T, Lovo, SW620, HCT116, HCT15, HT29, DLD-1, and
WiDr.
Fig. 4 illustrates a relation between an amount of expression of ANXA5 and the oxaliplatin
sensitivity (IC50 value) in cancer cells. The IC50 values plot, from the left-hand
side, the results for SW480, Ls174T, Lovo, SW620, HCT116, HCT15, HT29, DLD-1, and
WiDr.
Fig. 5 illustrates a relation between an amount of expression of ANXA1 and the oxaliplatin
sensitivity (IC50 value) in cancer cells. The IC50 values plot, from the left-hand
side, the results for SW480, Ls174T, Lovo, SW620, HCT15, HT29, DLD-1, and WiDr.
Fig. 6 illustrates a relation between an amount of expression of TALDO and the oxaliplatin
sensitivity (IC50 value) in cancer cells. The IC50 values plot, from the left-hand
side, the results for SW480, Ls174T, Lovo, SW620, HCT116, HCT15, HT29, DLD-1, and
WiDr.
Fig. 7 illustrates a relation between an amount of expression of IPYR and the oxaliplatin
sensitivity (IC50 value) in cancer cells. The IC50 values plot, from the left-hand
side, the results for SW480, Ls174T, Lovo, SW620, HCT116, HCT15, HT29, DLD-1, and
WiDr.
Fig. 8 illustrates SELDI-TOF MS results for candidate protein A.
Fig. 9 illustrates prediction for an isoelectric point of candidate protein A.
Fig. 10 illustrates SELDI-TOF MS results for candidate protein B.
Fig. 11 illustrates prediction for an isoelectric point of candidate protein B.
Fig. 12 illustrates results of two-dimensional gel electrophoresis for an L-OHP high-sensitivity
cell line and a low-sensitivity cell line that was conducted in order to identify
molecular weight and the isoelectric point estimated by SELDI-TOF MS.
Fig. 13 shows a comparison of various peak intensity analysis results obtained by
Western blotting and SELDI-TOF MS of m/z 15,850 (CRBP1).
Fig. 14 shows a comparison of various peak intensity analysis results obtained by
Western blotting and SELDI-TOF MS of m/z 12,506 (COX5A).
Modes for Carrying out the Invention
[0017] The marker for determining sensitivity to an anti-cancer agent according to the present
invention includes any of eight kinds of proteins, namely, PHB, ANXA5, ANXA1, TALDO,
C1QBP, IPYR, CRBP1 and COX5A. In regard to these proteins, as disclosed in the following
Examples, an investigation was conducted on the differences in the amounts of expression
of the proteins expressed in cell lines having high sensitivity to an anti-cancer
agent and cell lines having low sensitivity thereto, using 2D-DIGE or SELDI-TOF MS,
and as a result, it was found that the amounts of expression of four proteins, namely,
PHB, C1QBP, CRBP1 and COX5A, increased in the high-sensitivity cell lines. It was
also found that the amounts of expression of four proteins, namely, ANXA5, ANXA1,
TALDO and IPYR, increased in the low-sensitivity cell lines. Therefore, these eight
proteins are useful as markers for determining sensitivity to an anti-cancer agent,
particularly as markers for determining sensitivity to oxaliplatin.
[0018] It is known that PHB is a tumor suppressor gene (
JP-A-5-271294) and can be used as a prostate cancer marker (
JP-A-2012-196211); however, it is not known at all that PHB can be used as a marker for determining
sensitivity to an anti-cancer agent, and that the concentration of PHB increases in
cancer cells having high anti-cancer agent sensitivity.
[0019] ANXA5 and ANXA1 can be used for the diagnosis of cancer in the genitourinary tract
and the intestinal tract (
JP-A-2008-545634) ; however, it is not known at all that ANXA5 and ANXA1 can be used as markers for
determining sensitivity to an anti-cancer agent, and that the concentrations of ANXA5
and ANXA1 increase in cancer cells having low anti-cancer agent sensitivity.
[0020] There is no report on the use of TALDO as a cancer marker, and it is not known at
all that TALDO can be used as a marker for determining sensitivity to an anti-cancer
agent, and that the concentration of TALDO increases in cancer cells having low anti-cancer
agent sensitivity.
[0021] It is known that C1QBP can be used as a diagnosis marker for renal cell cancer (
JP-A-2006-514554); however, it is not known at all that C1QBP can be used as a marker for determining
sensitivity to an anti-cancer agent, and that the concentration of C1QBP increases
in cancer cells having high anti-cancer agent sensitivity.
[0022] It is known that IPYR can be used for a method of diagnosing colorectal cancer in
vitro (
JP-A-2008-502889); however, it is not known at all that IPYR can be used as a marker for determining
sensitivity to an anti-cancer agent, and that the concentration of IPYR increases
in cancer cells having low anti-cancer agent sensitivity.
[0023] It is known that CRBP1 promotes a cell proliferation suppressing action caused by
retinol in breast cancer or colorectal cancer (
Kaleagasioglu F, et al., Arzneimittelforschung (1993), 43(4): 487-90); however, it is not known at all that CRBP1 can be used as a marker for determining
sensitivity to an anti-cancer agent, and that the concentration of CRBP1 increases
in cancer cells having high anti-cancer agent sensitivity.
[0024] It is known that in a mouse colorectal cancer model, the expression level of COX5A
in cancer cells is lower compared to the expression level in normal cells (Yasui Y,
et al. , J. Carcinog. , (2009) 8:10). Furthermore, in paragraph (0068) of Patent Literature
3, COX5A is mentioned as one of candidates for Protein G. However, in Patent Literature
3, Protein G shows an increased concentration in cell lines with low anti-cancer agent
sensitivity compared to cell lines with high anti-cancer agent sensitivity, and exhibits
results that are opposite to those of the present invention. Therefore, it may be
considered that Protein G of Patent Literature 3 is not COX5A. For this reason, it
can be said that it is not known at all that COX5A can be used as a marker for determining
sensitivity to an anti-cancer agent, and that the concentration of COX5A increases
in cancer cells having high anti-cancer agent sensitivity.
[0025] There are no particular limitations on the anti-cancer agent that is a target of
the marker for determining sensitivity to an anti-cancer agent of the present invention;
however, examples thereof include oxaliplatin, cyclophosphamide, ifosfamide, thiotepa,
melphalan, busulfan, nimustine, ranimustine, dacarbazine, procarbazine, temozolomide,
cisplatin, carboplatin, nedaplatin, methotrexate, pemetrexed, fluorouracil, tegafur/uracil,
doxifluridine, tegafur/gimeracil/oteracil, capecitabine, cytarabine, enocitabine,
gemcitabine, 6-mercaptopurine, fludarabine, pentostatin, cladribine, hydroxyurea,
doxorubicin, epirubicin, daunorubicin, idarubicin, pirarubicin, mitoxantrone,amrubicin,
actinomycin D, bleomycin, pepleomycin, mytomycin C, aclarubicin, zinostatin, vincristine,
vindesine, vinblastine, vinorelbine, paclitaxel, docetaxel, irinotecan, irinotecan
active metabolite (SN-38), nogitecan (topotecan), etoposide, prednisolone, dexamethasone,
tamoxifen, toremifene, medroxyprogesterone, anastrozole, exemestane, letrozole, rituximab,
imatinib, gefitinib, gemtuzumab/ozogamicin, bortezomib, erlotinib, cetuximab, bevacizumab,
sunitinib, sorafenib, dasatinib, panitumumab, asparaginase, tretinoin, arsenictrioxide,
salts thereof, and active metabolites thereof. Among these, platinum-based complex
anti-cancer agents are preferred, and particularly, oxaliplatin or a salt thereof
is preferred.
[0026] In order to determine anti-cancer agent sensitivity using the marker for determining
sensitivity to an anti-cancer agent of the present invention, determination can be
made by measuring the amount of one or more molecules selected from the group consisting
of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A in a biological sample (specimen)
derived from a cancer patient, and more particularly, comparing the measurement results
with the control levels (for example, standard concentrations, and concentrations
of the markers for determining sensitivity to an anti-cancer agent of the present
invention prior to anti-cancer agent administration).
[0027] Here, cancer patients include test subjects who have cancer, and test subjects who
previously had cancer. Examples of the biological sample include blood, serum, plasma,
a cancer tissue biopsy specimen, an operatively extracted cancer specimen, faeces,
urine, ascitic fluid, pleural fluid, cerebrospinal fluid, and sputum, and plasma is
particularly preferred.
[0028] Examples of the target cancer of the present invention include lip, oral cavity and
pharyngeal cancers such as pharyngeal cancer; gastrointestinal cancers such as esophageal
cancer, gastric cancer, pancreatic cancer, and colorectal cancer; respiratory and
intrathoracic organ cancers such as lung cancer; bone cancer and articular cartilage
cancer; skin malignant melanoma, squamous cell cancer, and other skin cancers; mesothelial
and soft tissue cancers such as mesothelioma; female genital cancers such as breast
cancer, uterine cancer and ovarian cancer; male genital cancers such as prostate cancer;
urinary tract cancers such as bladder cancer; eye, brain and central nervous system
cancers such as brain tumor; thyroid and other endocrine cancers; lymphoid tissue,
hematopoietic tissue and related tissue cancers such as non-Hodgkin's lymphoma and
lymphoid leukemia; and cancers in the metastatic tissues originating from the aforementioned
cancers as primary lesions. The marker for determining sensitivity to an anti-cancer
agent of the present invention can be suitably used particularly for gastric cancer,
pancreatic cancer and colorectal cancer, and can be particularly suitably used for
colorectal cancer.
[0029] Regarding the measurement means for the molecules selected from the group consisting
of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A in a specimen, the molecules
can be measured by, for example, gel electrophoresis (for example, 2D-DIGE), mass
spectrometry (for example, SELDI-TOFMS, LC/MS, or LC/MS/MS), or an immunoassay (for
example, immunoblotting or ELISA).
[0030] Here, measurement by 2D-DIGE and SELDI-TOF MS can be carried out by the methods described
in the following Examples. Furthermore, regarding measurement made by mass spectrometry
such as LC/MS or LC/MS/MS, molecules selected from the group consisting of PHB, ANXA5,
ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A can be measured by performing a quantitative
analysis according to a conventional method. Furthermore, in regard to an immunoassay
method, a measurement method of using antibodies to the molecules selected from the
group consisting of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A is preferred.
The antibodies that can be used with respect to the molecules selected from the group
consisting of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A may be monoclonal
antibodies, or may be polyclonal antibodies. More specific examples of the immunoassay
include radioimmunoassay, enzyme immunoassay, fluorescence immunoassay, luminescence
immunoassay, immunoprecipitation, immunonephelometry, Western blotting, immunostaining,
and immunodiffusion. Preferred examples include Western blotting and enzyme immunoassay,
and particularly preferred examples include Western blotting and enzyme-linked immunosorbent
assay (ELISA) (for example, sandwich ELISA).
[0031] With regard to ANXA5, ANXA1, TALDO and IPYR, in the case where the target anti-cancer
agent is oxaliplatin or a salt thereof, in order to determine the sensitivity to the
anti-cancer agent, the amounts of ANXA5, ANXA1, TALDO and/or IPYR, for example, the
concentrations thereof, in a biological sample derived from a cancer patient may be
measured before administration of the anti-cancer agent or in an early stage after
administration. When the concentration (s) is lower than a predetermined standard
concentration(s), the cancer can be determined to have sensitivity to the target anti-cancer
agent, and thus these markers for determining sensitivity to an anti-cancer agent
can be used as markers for active continuation of treatment in a patient who can be
expected to receive therapeutic effects. On the other hand, when the concentration(s)
is higher than a predetermined standard concentration(s), the cancer is determined
to have no sensitivity to the target anti-cancer agent. When the cancer has no sensitivity
to the target anti-cancer agent, efficacy of the anti-cancer agent cannot be expected.
If administration of such an ineffective anti-cancer agent is performed or continued,
there is a risk for progress of cancer and an increase in adverse side effects. As
such, the marker for determining sensitivity to an anti-cancer agent according to
the present invention can be used as a marker for actively continuing treatment in
patients who can be expected to receive therapeutic effects, and can also be used
as a marker for avoiding the progress of cancer and an increase in adverse side effects,
which are associated with continued administration of an ineffective anti-cancer agent.
[0032] With regard to PHB, C1QBP, CRBP1 and COX5A, in the case where the target anti-cancer
agent is oxaliplatin or a salt thereof , in order to determine the sensitivity to
the anti-cancer agent, the amounts of PHB, C1QBP, CRBP1 and/or COX5A, for example,
the concentrations thereof, in a biological sample derived from a cancer patient may
be measured before administration of the anti-cancer agent or in an early stage after
administration. When the concentration (s) is higher than a predetermined standard
concentration(s), the cancer can be determined to have sensitivity to the target anti-cancer
agent, and thus these markers for determining sensitivity to an anti-cancer agent
can be used as markers for active continuation of treatment in a patient who can be
expected to receive therapeutic effects. On the other hand, when the concentration(s)
is lower than a predetermined standard concentration(s), the cancer can be determined
to have no sensitivity to the target anti-cancer agent. When the cancer has no sensitivity
to the target anti-cancer agent, efficacy of the anti-cancer agent cannot be expected.
If administration of such an ineffective anti-cancer agent is performed or continued,
there is a risk for progress of cancer and an increase in adverse side effects. As
such, the marker for determining sensitivity to an anti-cancer agent according to
the present invention can be used as a marker for actively continuing treatment in
patients who can be expected to receive therapeutic effects, and can also be used
as a marker for avoiding the progress of cancer and an increase in adverse side effects,
which are associated with continued administration of an ineffective anti-cancer agent.
[0033] In order to perform the method for determining sensitivity to an anti-cancer agent
of the present invention, it is preferable to use a kit comprising a protocol for
measuring one or more molecules selected from the group consisting of PHB, ANXA5,
ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A in a specimen. The kit comprises a reagent
for measuring one or more molecules selected from the group consisting of PHB, ANXA5,
ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A, and a protocol (for example, a method
of using the measurement reagent, and references for determining the presence or absence
of anti-cancer agent sensitivity) . The references include, for example, the standard
concentrations of one or more molecules selected from the group consisting of PHB,
ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A, concentrations that are considered
to be high, concentrations that are considered to be low, factors that affect the
measurement results, and the extent of the influence. These concentrations can be
set as appropriate for each target anti-cancer agent. Determination can be made as
described above, using these references.
[0034] Furthermore, when the variation in expression of one or more molecules selected from
the group consisting of PHB, ANXA5, ANXA1, TALDO, C1QBP, IPYR, CRBP1 and COX5A in
a biological sample derived from a cancer cell line or a tumor-bearing animal in the
presence of an anti-cancer agent, is employed as an index, screening of an anti-cancer
agent sensitivity enhancer is enabled.
[0035] That is, the anti-cancer agent sensitivity enhancer can be selected through screening
by performing a step of adding or administering an anti-cancer agent and a test substance
to a cancer cell line or a tumor-bearing animal, and measuring the amounts of expression
of one or more molecules selected from the group consisting of PHB, ANXA5, ANXA1,
TALDO, C1QBP, IPYR, CRBP1 and COX5A in a biological sample derived from the cancer
cell line or the tumor-bearing animal at a gene level or at a protein level; and a
step of selecting a test substances that enhances sensitivity of the cancer cell line
or tumor-bearing animal to the anti-cancer agent based on the variation in the amount
of expression.
[0036] For example, with regard to ANXA5, ANXA1, TALDO and IPYR, in the case where the target
anti-cancer agent is oxaliplatin or a salt thereof, when the variation in expression,
more specifically suppression of expression, of any of these proteins is employed
as an index, an anti-cancer agent sensitivity enhancer can be selected through screening.
That is, a substance which suppresses expression of any of these proteins in vitro
or in vivo enhances anti-cancer agent sensitivity. For example, under in vitro conditions,
a substance which decreases the concentrations of any of these proteins in the presence
of an anti-cancer agent in various cancer cell lines, is a substance that enhances
the sensitivity of the cancer cell lines to the anti-cancer agent (anti-cancer agent
sensitivity enhancer). Furthermore, under in vivo conditions, a substance which decreases
the concentrations of any of these proteins before and after the administration of
an anti-cancer agent in a tumor-bearing animal, is a substance that enhances the sensitivity
of the tumor-bearing animal to the anti-cancer agent (anti-cancer agent sensitivity
enhancer).
[0037] Furthermore, for example, with regard to PHB, C1QBP, CRBP1 and COX5A, in the case
where the target anti-cancer agent is oxaliplatin or a salt thereof, when the variation
in expression, more specifically increase of expression, of any of these proteins
is employed as an index, an anti-cancer agent sensitivity enhancer can be selected
through screening. That is, a substance which increases expression of any of these
proteins in vitro or in vivo enhances anti-cancer agent sensitivity. For example,
under in vitro conditions, a substance which increases the concentrations of these
proteins in the presence of an anti-cancer agent in various cancer cell lines, is
a substance that enhances the sensitivity of the cancer cell lines to the anti-cancer
agent (anti-cancer agent sensitivity enhancer) . Furthermore, under in vivo conditions,
a substance which increases the concentrations of any of these proteins before and
after the administration of an anti-cancer agent in a tumor-bearing animal, is a substance
that enhances the sensitivity of the tumor-bearing animal to the anti-cancer agent
(anti-cancer agent sensitivity enhancer).
[0038] When the thus-obtained anti-cancer agent sensitivity enhancer is used in combination
with an anti-cancer agent which is a sensitivity enhancement target of the enhancer,
the therapeutic effect of the anti-cancer agent is dramatically enhanced. The form
of the combination of the anti-cancer agent sensitivity enhancer and the anti-cancer
agent which is a sensitivity enhancement target of the enhancer, may be a single composition
including both of those components, or may be a combination of separate preparations
of the respective components. Those components may also be administered respectively
through different routes of administration.
[0039] Examples of the target anti-cancer agent to be used herein include, as described
above, oxaliplatin, cyclophosphamide, ifosfamide, thiotepa, melphalan, busulfan, nimustine,
ranimustine, dacarbazine, procarbazine, temozolomide, cisplatin, carboplatin, nedaplatin,
methotrexate, pemetrexed, fluorouracil, tegafur/uracil, doxifluridine, tegafur/gimeracil/oteracil,
capecitabine, cytarabine, enocitabine, gemcitabine, 6-mercaptopurine, fludarabine,
pentostatin, cladribine, hydroxyurea, doxorubicin, epirubicin, daunorubicin, idarubicin,
pirarubicin, mitoxantrone, amrubicin, actinomycin D, bleomycin, pepleomycin, mytomycinC,
aclarubicin, zinostatin, vincristine, vindesine, vinblastine, vinorelbine, paclitaxel,
docetaxel, irinotecan, irinotecan active metabolite (SN-38), nogitecan (topotecan),
etoposide, prednisolone, dexamethasone, tamoxifen, toremifene, medroxyprogesterone,
anastrozole, exemestane, letrozole, rituximab, imatinib, gefitinib, gemtuzumab/ozogamicin,
bortezomib, erlotinib, cetuximab, bevacizumab, sunitinib, sorafenib, dasatinib, panitumumab,
asparaginase, tretinoin, arsenictrioxide, salts thereof, and active metabolites thereof.
Among these, platinum-based complex anti-cancer agents are preferred, and oxaliplatin
or a salt thereof is particularly preferred.
Examples
[0040] Next, the present invention will be described in more details by way of Examples.
Test Example 1
[0041] Measurement of sensitivity to oxaliplatin of human colorectal cancer cell lines
(1) Method
(a) Cells used
[0042] Nine human colorectal cancer cell lines (SW480, Ls174T, Lovo, SW620, HCT116, HCT15,
HT29, DLD-1, andWiDr) were obtained from the following sources (Table 1).
[0043] Culture was carried out under the conditions of φ100 mm/Tissue Culture Dish (IWAKI),
culture medium (D-MEM, 2 mM Glutamine, 10% Fetal Bovine Serum), 37°C, and 5% CO2.
[Table 1]
Nine kinds of human colorectal cancer cell lines |
Cell line name |
Bank from which cell line was obtained |
Deposition(or supplier) |
Resource No. or the like |
Lot No. or the like |
SW480 |
ECACC |
Sumitomo Dainippon Pharma Co., Ltd. |
EC-87092801 |
02/A/063 |
Ls174T |
TKG |
Cell Resource Center for Biomedical Research, Institute of Development, Aging and
Cancer, Tohoku University |
TKG0406 |
1-4468 |
Lovo |
ECACC |
Sumitomo Dainippon Pharma Co., Ltd. |
EC-8706101 |
- |
SW620 |
ATCC |
Summit Pharmaceuticals International Corporation |
CCL-227 |
2324584 |
HCT116 |
ATCC |
Yakult Honsha Co., Ltd. |
CCL-247 |
- |
HCT15 |
TKG |
Cell Resource Center for Biomedical Research, Institute of Development, Aging and
Cancer, Tohoku University |
TKG0504 |
1-4608 |
HT29 |
ATCC |
Yakult Honsha Co., Ltd. |
HTB-38 |
- |
DLD-1 |
ECACC |
Sumitomo Dainippon Pharma Co., Ltd. |
EC-90102540 |
00/J/025 |
WiDr |
ECACC |
Sumitomo Dainippon Pharma Co., Ltd. |
EC-85111501 |
00/H/001 |
(b) Drug
[0044] Oxaliplatin (L-OHP) bulk powders were obtained from Wako Pure Chemical Industries,
Ltd. and Yakult Honsha Co., Ltd.
(c) Method for measuring sensitivity to oxaliplatin of human colorectal cancer cell
lines
[0045] The aforementioned nine human colorectal cancer cell lines were respectively inoculated
onto a 96well plate at a density of 1,500 cells/well, and after 24 hours, oxaliplatin
was added thereto. The cell survival rate after 48 hours of drug exposure was evaluated
by the MTS assay (CellTiter96™ AQueous One Solution Cell Proliferation Assay, Promega),
and the IC
50 values were determined from the absorbance values. Regarding the drug exposure conditions,
eleven conditions such as Control (0 µM), 0.001 µM, 0.01 µM, 0.1 µM, 0.3 µM, 1 µM,
3 µM, 10 µM, 30 µM, 100 µM, and 1,000 µM were used. The evaluation of sensitivity
was performed three times with cells of different passage numbers, by measuring three
samples each for the respective cell lines, drug exposure time, and drug exposure
conditions in a single time test. An analysis was carried out based on the survival
rate calculated from the results of the MTS assay.
(2) Results
[0046] The IC
50 values had the values indicated in Table 2. From the results of Table 2, SW480, Ls174T
and Lovo were classified as oxaliplatin-high-sensitivity cell lines; SW620, HCT116
and HCT15 were classified as oxaliplatin-moderate-sensitivity cell lines; and HT29,
DLD-1 and WiDr were classified as oxaliplatin-low-sensitivity cell lines.
[Table 2]
Colorectal cancer cell line |
IC50 value (µM) |
SW480 |
0.43±0.13 |
Ls174T |
0.61±0.11 |
Lovo |
0.79±0.18 |
SW620 |
1.14±0.74 |
HCT116 |
1.45±0.34 |
HCT15 |
1.45±0.44 |
HT29 |
7.99±2.66 |
DLD-1 |
13.88±6.29 |
WiDr |
17.7±18.39 |
Example 1
Search for biomarkers for predicting sensitivity to oxaliplatin by 2D-DIGE
(1) Cells used
[0047] SW480, Ls174T and Lovo, which were classified as oxaliplatin-high-sensitivity cell
lines in Test Example 1, and HT29, DLD-1 and WiDr, which were classified as oxaliplatin-low-sensitivity
cell lines in Test Example 1, were used.
(2) Method for extracting intracellular proteins
[0048] The culture medium was removed from the dish, and the cells were washed three times
with ice-cold PBS. Subsequently, in order to avoid stimulation of cells and activation
of intracellular proteins, a cell lysis solution (2 M thiourea, 7 M Urea, 4% CHAPS,
50 mM Tris-HCl, pH 9) was directly added to the cells to thereby lyse the cells, and
the lysatewas transferred into a 1.5 mLmicrotube. The cell lysate was subjected to
ultrasonication under ice cooling, and then the resultant was centrifuged for 10 minutes
at 4°C at 13,000×rpm. Thus, a supernatant was collected. A quantitative analysis of
proteins was performed using a 2D Quant kit (GE Healthcare), and the supernatant was
adjusted to 5 mg/mL using the cell lysis solution. Subsequently, the resultant was
dispensed and stored at -80°C until use for an analysis.
(3) Labeling of proteins by CyDye™ DIGE Flour minimal dyes
[0049] Intracellular proteins were labeled using CyDye DIGE fluors, minimal labeling kit
(GE Healthcare) . 50 µg of each of the cell lysates was labeled with 400 pmol of reagents
(Cy2, Cy3, or Cy5), and each cell lysate was sufficientlymixed. The labeled cell lysate
was lightly centrifuged with a centrifuge, and was left to stand for 30 minutes in
a dark place at 4°C. 10 mM lysine was added thereto to stop the reaction. The solution
was mixed and lightly centrifuged, and the resultant was left to stand for 10 minutes
in a dark place at 4°C. The resultant was stored at -80°C until use.
(4) Isoelectric focusing (first dimension)
[0050] Samples applied to each gel are presented in Table 3.
[0051] For the internal standard, a mixture of equal amounts of all of the cell lysates
was used.
[0052] For each gel, 50 µg (12 µL) of each of the protein samples labeled in section (3)
was transferred to a 1.5 mL microtube and mixed. 36 µL of 2× sample buffer (2 M thiourea,
7 M urea, 4% CHAPS, 2% PharmalytepH 3-10, 2% Destreak Reagent) was added to the mixed
protein sample, and the mixture was left to stand on ice for 10 minutes. 150 µg of
each sample solution was adjusted to 450 µL with a swelling solution (2 M thiourea,
7 M urea, 4% CHAPS, 2% PharmalytepH 3-10, 1% Destreak Reagent), and was centrifuged
for 10 minutes at 4°C at 13,000×rpm. 450 µL of the sample supernatant was transferred
to each strip holder, Immobiline DryStrip pH3-10 NL, 24 cm (GE Healthcare) was layered
onto the strip holder, and then isoelectric focusing was performed using Ettan IPGphor2
. The conditions for the isoelectric focusing are presented in Table 4.
[Table 3]
gel.no |
Cy2 |
Cy3 |
Cy5 |
1 |
Internal standard |
SW480 |
HT29 |
2 |
Internal standard |
Ls174T |
DLD-1 |
3 |
Internal standard |
Lovo |
WiDr |
4 |
Internal standard |
DLD-1 |
SW480 |
5 |
Internal standard |
WiDr |
LS174T |
6 |
Internal standard |
HT29 |
Lovo |
[Table 4]
step |
Voltage change pattern |
Voltage (V) |
Time (hr) |
kVhr |
1 |
Step and Hold |
500 |
1:00 |
0.5 |
2 |
Gradient |
1000 |
1:00 (8:00) |
0.8 (0.6) |
3 |
Gradient |
8000 |
3:00 |
13.5 |
4 |
Step and Hold |
8000 |
2:30-3:45 |
20-30 |
5 |
Step and Hold |
500 |
2:00 |
|
(5) SDS-PAGE (second dimension)
[0053] 15% Acrylamide gel having a size of 24 cm was produced for SDS-PAGE. The Immobiline
DryStrip that had been subjected to first dimension electrophoresis was placed on
a 10 cm dish, the dish was filled with equilibration buffer A (50 mM Tris-HCl, pH
8.8, 6 M Urea, 30% glycerol, 1% SDS, 0.25% DTT, and BPB), and the Immobiline DryStrip
was equilibrated by shaking the dish for 15 minutes. The buffer was replaced with
equilibration buffer B (50 mM Tris-HCl pH 8.8, 6 M Urea, 30% glycerol, 1% SDS, 4.5%
iodoacetamide, and BPB), and the Immobiline DryStrip was equilibrated by shaking the
dish for 15 minutes. The equilibrated Immobiline DryStrip was placed on the SDS-PAGE
gel, and electrophoresis was performed at 7 mA using an electrophoresis chamber (Tris/Tricin/SDS
buffer).
[0054] Images were captured with Typhoon Trio (GE Healthcare), and the data were analyzed
using DeCyder 2D Software Ver 6.5 (GE Healthcare). Thus, spots with P < 0.001 and
having a difference in the amounts of expression of 1.3 times or more were analyzed.
(6) Collection of spots
[0055] 150 µg of a non-labeled internal standard was subjected to two-dimensional electrophoresis
in the same manner as in sections (4) and (5).
[0056] Next, in order to collect the spots obtained in section (5), the gel was stained
with silver using PlusOne™ Silver Staining Kit, Protein (GE Healthcare).
[0057] First, 250 mL of a fixing solution (30% ethanol, 10% glacial acetic acid) was added
to the gel, and the gel was left to stand for 60 minutes. This operation was repeated
two times, and thereby the gel was fixed. 250 mL of a sensitizing solution (30% ethanol,
4% sodium thiosulfate (5% w/v), 6.8% sodium acetate) was added to the fixed gel, and
the gel was left to stand for 120 minutes to sensitize the gel. The gel was washed
for 8 minutes using Milli-Q™ water, and this washing was repeated five times. 250
mL of a silver solution (10% silver nitrate solution (2.5% w/v)) was added to the
washed gel, and the gel was reacted with silver for 60 minutes. The gel was washed
for 1 minute using Milli-Q water, and this washing was repeated four times. 250 mL
of a developing solution (2.5% sodium carbonate, 0.08% formaldehyde (37% w/v)) was
added to the washed gel, and thereby the gel was developed for 2 to 5 minutes. 250
mL of a stop solution (1.46% EDTA-Na
2·2H
2O) was added thereto, the gel was left to stand for 45 minutes, and thus the reaction
was stopped. The gel was washed for 30 minutes using Milli-Q water, and this washing
was repeated two times. Subsequently, spots intended for analysis were collected using
a spot picker (Gene World), and four spots per microtube were transferred into a 1.5
mLmicrotube .
(7) Analysis of spots
[0058] For the sixteen spots (encircled parts in Fig. 1) collected by the operations up
to section (6), the spots were subjected to in-gel trypsin digestion of proteins according
to a known method, and then the spots were analyzed (MS/MS analysis) using LCMS-IT-TOF
(liquid chromatograph mass spectrometer, Shimadzu). The results thus obtained were
subjected to MASCOT database retrieval.
[0059] As a result of database retrieval, six kinds of proteins, namely, prohibitin (PHB),
annexin A5 (ANXA5), annexin A1 (ANXA1), transaldolase (TALDO), complement component
1Q subcomponent-binding protein (C1QBP), and inorganic pyrophosphatase (IPYR), were
identified.
Example 2
Correlation between amounts of expression of six proteins in colorectal cancer cell
lines and IC50 values
[0060] For the six proteins identified in Example 1, the correlation between the amounts
of expression in the nine kinds of colorectal cancer cell lines used in Test Example
1 and the IC
50 values calculated in Test Example 1 was examined.
(1) Method
(a) Cells used
[0061] The nine kinds of colorectal cancer cell lines described in Test Example 1 were used.
(b) Extraction of intracellular proteins
[0062] The culture medium was removed from the dish, and the cells were washed three times
with ice-cold PBS. Subsequently, in order to avoid stimulation of cells and activation
of intracellular proteins, a cell lysis solution (9 M Urea, 2% CHAPS, 50 mM Tris-HCl,
pH 9) was directly added to the cells to thereby lyse the cells, and the lysate was
transferred into a 1.5 mL microtube. The cell lysate was subjected to ultrasonication
under ice cooling, and then the resultant was centrifuged for 10 minutes at 4°C at
13,000×rpm. Thus, a supernatant was collected. A quantitative analysis of proteins
was performed using a BCA Protein Assay Kit (Thermo), and the supernatant was adjusted
to 5 mg/mL using the cell lysis solution. Subsequently, the resultant was dispensed
and stored at -80°C until use for an analysis.
(c) Western blotting
[0063] The nine colorectal cancer cell lines described in Test Example 1 were respectively
added in an amount of 10 µL/Lane (50 µg/Lane) to 10% acrylamide gel, and SDS-PAGE
was performed using an electrophoresis chamber (Tris/Glycine/SDS buffer) at 20 mA
per sheet. Transfer to a PVDF membrane (GE-Healthcare) was performed at 72 mAper sheet
for 30 minutes using a semi-dry type blotter (BIO-RAD), and blocking was carried out
for one hour at room temperature using 5% skimmed milk/TBS-T (Tris buffered saline
with Tween20). The primary antibodies shown in Table 5 were added thereto, and a reaction
was carried out overnight at 4°C.
[Table 5]
Primary antibody name |
Supplier |
Amount of addition |
Prohibitin-mitochondrial marker rabbit polyclonal |
abcam, ab28172 |
×1/10000 |
Annexin A5 rabbit polyclonal |
abcam, ab14196 |
×1/5000 |
Annexin A1 [5E4/1] mouse monoclonal |
abcam, ab2487 |
×1/200 |
Transaldolase 1 mouse polyclonal |
abcam, ab67467 |
×1/200 |
Complement component 1Q - binding protein goat polyclonal |
santa cruz, sc-10258 |
×1/10000 |
Pyrophosphatase 1 rabbit polyclonal |
abcam, ab96099 |
×1/10000 |
GAPDH mouse monoclonal (6C5) |
santa cruz, sc-32233 |
×1/10000 |
[0064] The membrane was washed three times with TBS-T, subsequently the secondary antibodies
shown in Table 6 were added thereto, followed by shaking for 1 hour at room temperature.
The membrane was washed with TBS-T, and then the membrane was reacted with ELC Prime
Western Blotting Detection (GE Healthcare). Images were captured using LAS4000 mini
(GE Healthcare), and the images were analyzed.
[Table 6]
Secondary antibody name |
Supplier |
Amount of addition |
anti-mouse IgG |
GE Healthcare |
×1/20000 |
anti-rabbit IgG |
GE Healthcare |
×1/20000 |
anti-goat IgG |
Abcam |
×1/20000 |
(2) Results
[0065] PHB and C1QBP had large amounts of expression in the oxaliplatin-high-sensitivity
cell lines, and had small amounts of expression in the low-sensitivity cell lines.
Thus, these proteins exhibited high positive correlations (Fig. 2 and Fig. 3).
[0066] ANXA5, ANXA1, TALDO and IPYR had small amounts of expression in the oxaliplatin-high-sensitivity
cell lines, and had large amounts of expression in the low-sensitivity cell lines.
Thus, these proteins exhibited high negative correlations (Fig. 4 to Fig. 7) .
Example 3
Search for biomarkers for predicting sensitivity to oxaliplatin by using SELDI-TOF
MS
(1) Method
(a) Cells used
[0067] SW480, Ls174T and Lovo, which were classified as oxaliplatin-high-sensitivity cell
lines in Test Example 1, and HT29, DLD-1 and WiDr, which were classified as oxaliplatin-low-sensitivity
cell lines in Test Example 1, were used.
(b) Extraction of intracellular proteins
[0068] Extraction was performed by a method similar to that used in Example 2, (1) Method,
(b) Extraction of intracellular proteins.
(c) Production of samples and protein chips for protein expression analysis, and expression
analysis of intracellular proteins
[0069] 100 µL of a sample produced by adjusting a cell lysate to 0.5 mg/mL using a dilution/wash
buffer at pH 4 (50 mM sodium acetate buffer) (hereinafter, pH 4 buffer), was applied
to spots of a cation exchange chip array (CM10, Bio-Rad) that had been pretreated
with the pH 4 buffer, and the chip array was incubated for 30 minutes for reaction.
Subsequently, the chip array was washed three times with the pH 4 buffer, and was
rinsed two times with Milli-Q water. After the chip array was dried in air, 1.0 µL
of energy absorbing molecules (SPA (EAM: saturated solution of sinapinic acid in 50%
ACN/0 . 5% TFA solution) was used for examination on the high molecular weight side,
and CHCA (α-cyano-4-hydroxycinnamic acid) was used for examination on the low molecular
weight side) were applied onto each spot in two divided portions of 0.5 µL each. After
the spot surfaces dried up, an analysis of the protein chip array was carried out.
[0070] Furthermore, 100 µL of a sample produced by adjusting a cell lysate to 0.5 mg/mL
using a dilusion/wash buffer at pH 8 (50 mM Tris-HCl buffer) (hereinafter, pH 8 buffer),
was applied to spots of an anion exchange chip array (Q10, Bio-Rad) that had been
pretreated with the pH 8 buffer, and the chip array was incubated for one hour for
reaction. Subsequently, the chip array was washed three times with the pH 8 buffer,
and was rinsed two times with MILLI-Q water. After the chip array was dried in air,
1.0 µL of energy absorbing molecules (EAM and CHCA were used) were applied onto each
spot in two divided portions of 0.5 µL each. After the spot surfaces dried up, an
analysis of the protein chip array was carried out.
[0071] A protein expression analysis was carried out by surface-enhanced laser desorption/ionization
time-of-flight mass spectrometry (SELDI-TOF MS). Regarding the analytic instrument,
a ProteinChip™ Reader (Model PCS4000 Personal Edition, Bio-Rad) was used.
[0072] When SPA was used as the matrix, the analysis was performed under the conditions
of mass range: 10,000 to 50,000 Daltons, focus mass: 18,000 Daltons, energy: 4,000
nJ, and 265 shots in total per sample.
[0073] When CHCA was used as the matrix, the analysis was performed under the conditions
of mass range: 2,000 to 20,000 Daltons, focus mass: 7,700 Daltons, energy: 1,500 nJ,
and 265 shots in total per sample.
[0074] Extraction of peaks having a signal-to-noise ratio (S/N ratio) of 5 or higher and
a protein expression comparative analysis were carried out using CiphergenExpress™
Data Manager 3.0.
(d) Selection of candidate peaks
[0075] When the protein peaks of the oxaliplatin-high-sensitivity cell lines and the oxaliplatin-low-sensitivity
cell lines were compared, two kinds of peaks having a difference in the amounts of
expression with p < 0.001 were finally extracted (candidate proteins A and B). Furthermore,
the isoelectric points of the candidate proteins A and B were estimated from the variations
in the amounts of expression caused by variation of pH.
(2) Results
[0076] The candidate protein A found when CM10 was used as a chip, had an increased amount
of expression in the oxaliplatin-high-sensitivity cell lines compared to the low-sensitivity
cell lines, as shown in Fig. 8. For the candidate protein A, the p value obtained
by comparing the protein peaks of the oxaliplatin-high-sensitivity cell lines and
the low-sensitivity cell lines was p = 7.9×10
-6, and the candidate protein A had an m/z value of 15847Da and an isoelectric point
(PI) of 4.5 to 5.5 (Fig. 9).
[0077] Furthermore, the candidate protein B found when Q10 was used as a chip, had an increased
amount of expression in the oxaliplatin-high-sensitivity cell lines compared to the
low-sensitivity cell lines, as shown in Fig. 10. For the candidate protein B, the
p value obtained by comparing the protein peaks of the oxaliplatin-high-sensitivity
cell lines and the low-sensitivity cell lines was p = 1.0×10
-4, and the candidate protein B had an m/z value of 12506Da and an isoelectric point
(PI) of 4.0 to 5.0 (Fig. 11).
[0078] As a result of the prediction of the candidate protein B obtained as described above
based on the molecular weight and the isoelectric point obtained by the SELDI-TOF
MS analysis by using a database (Swiss Prot: European Bioinformatics Institute), the
candidate protein B was assumed to be cytochrome c oxygenase subunit Va (COX5A) (molecular
weight: 12,501, isoelectric point: 4.88).
Example 4
Analysis of candidate protein A by two-dimensional electrophoresis
[0079] For the purpose of identifying the candidate protein A, the candidate protein A was
further subjected to an analysis by two-dimensional electrophoresis.
[0080] Intracellular proteins were extracted by a method similar to that used in Example
2, section (1), Method (b) Extraction of intracellular proteins, using SW480, an oxaliplatin-high-sensitivity
cell line, and WiDr, a low-sensitivity cell line. The extract was adjusted to a concentration
of 5 mg/mL, and then stored at -80°C until use for analysis.
[0081] 50 µg of the cell lysate was adjusted to 125 µL using a swelling solution (2 M thiourea,
7 M urea, 4% CHAPS, 2% Pharmalyte pH 3-10, and 1% Destreak Reagent). The adjusted
sample solution was centrifuged for 10 minutes at 4°C at 13,000×rpm, and the supernatant
was added to Immobiline DryStrip gels (pH 3 to 10, non-linear, 13 cm, GE Healthcare
Biosciences), and the gels were swollen. Subsequently, isoelectric focusing was performed.
The conditions for the electrophoresis are presented in Table 7.
[Table 7]
step |
Voltage change pattern |
Voltage (V) |
Time (hr) |
kVhr |
1 |
Step and Hold |
300 |
0:30 |
0.2 |
2 |
Gradient |
1000 |
0:30 |
0.3 |
3 |
Gradient |
5000 |
1:20 |
4 |
4 |
Step and Hold |
5000 |
0:50 |
|
5 |
Step and Hold |
500 |
2:00 |
|
[0082] After completion of the isoelectric focusing, the Immobiline Drystrip gels were transferred
into a 10 mL tube, the tube was filled with equilibration buffer A (50 mM Tris-HCl
pH 8.8, 6 M Urea, 30% glycerol, 1% SDS, 0.25% DTT, and BPB), and the gels were equilibrated
by shaking the tube for 15 minutes. The buffer was replaced with equilibration buffer
B (50mMTris-HClpH8.8, 6MUrea, 30%glycerol, 1% SDS, 4.5% iodoacetamide, and BPB), and
the gels were equilibrated by shaking the tube for 15 minutes. The Immobiline DryStrip
gels that had been equilibrated were subjected to electrophoresis at a constant current
of 20 mA. 10% to 20% polyacrylamide gradient gel (Biocraft) having a size of 16 ×
16 cm was used as a gel.
[0083] Next, in order to collect the spots thus obtained, the gels were subjected to silver
staining using a PlusOne Silver Staining Kit, Protein (GE Healthcare). Collection
of the spots by silver staining was carried out by a method similar to the method
used in Example 1, section (6) Collection of spots.
[0084] Based on the information (molecular weight and isoelectric point) on the candidate
protein A obtained in Example 3, spots that had been isolated in the range of the
molecular weight of 10,000 to 30,000 Da and the pH of approximately 4.5 to 6.5 (boxed
part in Fig. 12) on the gels developed by two-dimensional electrophoresis, were designated
as targets, and among these, eight spots that showed differences in the amounts of
expression when a comparison was made between SW480 and WiDr, were selected and collected.
[0085] The spots thus collected were subjected to in-gel trypsin digestion of the proteins
according to a known method, and then the spots were analyzed (MS/MS analysis) using
LCMS-IT-TOF (liquid chromatograph mass spectrometer, Shimadzu). The results thus obtained
were subjected to MASCOT database retrieval.
[0086] As a result of the database retrieval, cellular retinol binding protein 1 (CRBP1)
(molecular weight 15,850, isoelectric point 4.99) was identified. Since the molecular
weight and the isoelectric point almost matched those of candidate protein A, CRBP1
was assumed to be the candidate protein A.
Example 5
Confirmation of protein expression by Western blotting
(1) Confirmation of CRBP1
[0087] Intracellular proteins of the oxaliplatin-high-sensitivity cell lines and the low-sensitivity
cell lines were extracted by a method similar to that used in Example 2, section (1),
Method (b) Extraction of intracellular proteins, subsequently a protein sample was
applied to 15% polyacrylamide gel in an amount of 50 µg per lane, and SDS-PAGE was
performed at a constant current of 20 mA. After electrophoresis, proteins were blotted
on a PVDF membrane using a dry blotting system (iBlot™, invitrogen), blocking was
carried out, and then a primary antibody reaction was performed using anti-CRBPl monoclonal
antibody (sc-53989, santa cruz) (× 1/200), or using anti-GAPDH monoclonal antibody
(Ambion) (×1/10000) for endogenous proteins . The proteins were subjected to a secondary
antibody reaction with alkali phosphatase-labeled anti-mouse IgG antibody (×1/20000),
and thenCDP-Star™ chemiluminescent substrate was added thereto as a reaction substrate
to cause luminescence. Detection was performed by means of a lumino image analyzer
(LAS-4000 mini, Fujifilm). Regarding the blocking reagent, secondary antibody, and
reaction substrate, a Chemiluminescent Western Blot Immunodetection Kit (WesternBreeze™,
invitrogen) was used.
[0088] Expression of CRBP1 in the oxaliplatin-high-sensitivity cell lines was confirmed
by Western blotting using an anti-CRBPl antibody (Fig. 13).
(2) Confirmation of COX5A
[0089] The confirmation was carried out by a method similar to that used in section (1)
Confirmation of CRBP1, except that an anti-COX5A monoclonal antibody (sc-376907, Santa
Cruz) (×1/200 added) was used as the primary antibody. As a result, expression of
COX5A in the oxaliplatin-high-sensitivity cell lines was confirmed by Western blotting
using an anti-COX5A antibody (Fig. 14).
Example 6
[0090] Change in sensitivity to oxaliplatin of human colorectal cancer cell lines caused
by introduction of siRNA
(1) Method
(a) Cells used
[0091] Among the nine kinds of colorectal cancer cell lines described in Test Example 1,
Ls174T was used as an oxaliplatin-high-sensitivity cell line, HCT116 was used as a
moderate-sensitivity cell line, and HT29 and DLD-1 were used as low-sensitivity cell
lines.
(b) Drug
[0092] The oxaliplatin bulk powders described in Test Example 1 were used.
(c) Introduction of siRNA into human colorectal cancer cell lines
[0093] Each of the human colorectal cancer cell lines was inoculated into a 6-well plate
at a density of 1×10
5 cells/well, and after 24 hours, the medium was replaced with serum-free DMEM medium
(Wako, 044-29765) . A solution obtained by dissolving 150 pmol per well of each of
the siRNAs indicated in Table 8 in 250 µL of Opti MEM (GIBCO, No. 319985) was mixed
with a solution obtained by mixing 4.5 µL of Lipofectamin RNAiMAX Reagent (Invitrogen,
No. 13778-150) and 250 µL of Opti MEM (GIBCO, No. 319985) . The resultant mixture
was incubated for 10 to 20 minutes. After incubation, 500 µL each of the mixture was
added to each well of the 6-well plate on which the human colorectal cancer cell lines
were cultured, and the medium in each well was replaced with a serum-added DMEM medium
(Wako, 044-29765) 4 to 6 hours after the addition. The cells were collected 24 hours
after the addition of siRNA.
[0094] The combinations of the human colorectal cancer cell lines used and the siRNAs introduced
thereinto are presented in Table 9. Regarding the control siRNA, siRNA of No. 4390843
of Life Technologies, Inc. was used.
[Table 8]
siRNA name |
Sequence (5'→3') |
SEQ ID NO |
PHB siRNA |
CGUGGGUACAGAAACCAAUtt (life |
SEQ ID NO: 1 |
|
technologies, s10424) |
|
ANXA5 siRNA |
GUACAUGACUAUAUCAGGAtt (life technologies, s1392) |
SEQ ID NO: 2 |
TALDO siRNA |
UGCUAUUGAUAAACUUUUUtt (life technologies, s13776) |
SEQ ID NO: 3 |
C1QBP siRNA |
GGCCUUAUAUGACCACCUAtt (life technologies, s2139) |
SEQ ID NO: 4 |
IPYR siRNA |
GGAAUCAGUUGCAUGAAUAtt (life technologies, s10878) |
SEQ ID NO: 5 |
[Table 9]
siRNA name |
Name of human colorectal cancer cell line into which siRNA had been introduced |
PHB siRNA |
Ls174T, HCT116, HT29, DLD-1 |
ANXA5 siRNA |
HCT116, HT29 |
TALDO siRNA |
Ls174T, HCT116, HT29 |
C1QBP siRNA |
HCT116 |
IPYR siRNA |
Ls174T |
(d) Method for measuring sensitivity to oxaliplatin of human colorectal cancer cell
lines into which siRNA had been introduced
[0095] Measurement of the sensitivity to oxaliplatin (measurement of IC
50 values) of the human colorectal cancer cell lines into which siRNA had been introduced,
was performed by the method described in Test Example 1(1)(c).
(2) Results
(a) PHB siRNA
[0096] The results are presented in Table 10. In each of the human colorectal cancer cell
lines , Ls174T, HCT116, HT29 and DLD-1, in which PHB had been knocked out by introduction
of siRNA, the IC
50 values increased, and the sensitivity to oxaliplatin decreased, compared to the case
where the control siRNA had been introduced. These results coincided with the results
of Example 2, in which the amount of expression of PHB in the oxaliplatin-high-sensitivity
cell lines was large, while the amount of expression of PHB was small in the low-sensitivity
cell lines.
[Table 10]
Name of human colorectal cancer cell line into which siRNA had been introduced |
siRNA name |
IC50 value (µM) |
Significant difference (p) |
Ls174T |
Control siRNA |
0.86 |
0.033* |
PHB siRNA |
11.87 |
HCT116 |
Control siRNA |
1.72 |
0.042* |
PHB siRNA |
21.48 |
HT29 |
Control siRNA |
16.14 |
0.029* |
PHB siRNA |
41.90 |
DLD-1 |
Control siRNA |
14.68 |
0.017* |
PHB siRNA |
52.34 |
(b) ANXA5 siRNA
[0097] The results are presented in Table 11. In each of the human colorectal cancer cell
lines, HCT116 and HT29, in which ANXA5 had been knocked out by introduction of siRNA,
the IC
50 values decreased, and the sensitivity to oxaliplatin was enhanced, compared to the
case where the control siRNA had been introduced. These results coincided with the
results of Example 2, in which the amount of expression of ANXA5 in the oxaliplatin-high-sensitivity
cell lines was small, while the amount of expression of ANXA5 in the low-sensitivity
cell lines was large.
[Table 11]
Name of human colorectal cancer cell line into which siRNA had been introduced |
siRNA name |
IC50 value (µM) |
Significant difference (p) |
HCT116 |
Control siRNA |
1.39 |
0.022* |
ANXA5 siRNA |
0.76 |
HT29 |
Control siRNA |
16.14 |
0.027* |
ANXA5 siRNA |
5.35 |
(c) TALDO siRNA
[0098] The results are presented in Table 12. In each of the human colorectal cancer cell
lines, Ls174T, HCT116 and HT29, in which TALDO had been knocked out by introduction
of siRNA, the IC
50 values decreased, and the sensitivity to oxaliplatinwas enhanced, compared to the
case where the control siRNA had been introduced. These results coincided with the
results of Example 2, in which the amount of expression of TALDO in the oxaliplatin-high-sensitivity
cell lines was small, while the amount of expression of TALDO in the low-sensitivity
cell lines was large.
[Table 12]
Name of human colorectal cancer cell line into which siRNA had been introduced |
siRNA name |
IC50 value (µM) |
Significant difference (p) |
Ls174T |
Control siRNA |
0.86 |
0.047* |
TALDO siRNA |
0.43 |
HCT116 |
Control siRNA |
1.53 |
0.0081** |
TALDO siRNA |
0.73 |
HT29 |
Control siRNA |
16.14 |
0.0022*** |
TALDO siRNA |
2.77 |
*: p < 0.05, **: p < 0.01, ***: p < 0.005 |
(d) C1QBP siRNA
[0099] The results are presented in Table 13. In HCT116 in which C1QBP had been knocked
out by introduction of siRNA, the IC
50 value increased, and the sensitivity to oxaliplatin decreased, compared to the case
where the control siRNA had been introduced. These results coincided with the results
of Example 2, in which the amount of expression of C1QBP in the oxaliplatin-high-sensitivity
cell lines was large, while the amount of expression of C1QBP was small in the low-sensitivity
cell lines.
[Table 13]
Name of human colorectal cancer cell line into which siRNA had been introduced |
siRNA name |
IC50 value (µM) |
Significant difference (p) |
HCT116 |
Control siRNA |
1.34 |
0.0060** |
C1QBP siRNA |
2.18 |
(e) IPYR siRNA
[0100] The results are presented in Table 14. In Ls174T in which IPYR had been knocked out
by introduction of siRNA, the IC
50 value decreased, and the sensitivity to oxaliplatin was enhanced, compared to the
case where the control siRNA had been introduced. These results coincided with the
results of Example 2, in which the amount of expression of IPYR in the oxaliplatin-high-sensitivity
cell lines was small, while the amount of expression of IPYR was large in the low-sensitivity
cell lines.
[Table 14]
Name of human colorectal cancer cell line into which siRNA had been introduced |
siRNA name |
IC50 value (µM) |
Significant difference (p) |
Ls174T |
Control siRNA |
0.68 |
0.0056** |
IPYR siRNA |
0.39 |
